Archived dispatch

We are considering a PostgreSQL jobs table consumed by three workers. Use https://www.postgresql.org/docs/current/sql-select.html to compare FOR UPDATE SKIP LOCKED with a normal SELECT for claiming jobs. Produce a decision table plus a transaction outline. Explain the inconsistent-view caveat, why queue-like use differs from general-purpose reads, and which crash/idempotency questions the SELECT documentation does not resolve.

Lowconfidence— Only source excerpts are delivered; complete synthesis and per-assertion support remain unverified. Evidence assessment: the final assessment does not establish a complete supported answer for every requested part

10/4/2026, 11:46:45 PM · llm:deepseek:deepseek-v4-flash + heuristic (fallback from llm:cloudflare:@cf/meta/llama-3.3-70b-instruct-fp8-fast) (fallback from llm:mimo:mimo-v2.5) on 1 step

§ IIThe reading2 cited
Lowsource grounding— Only source excerpts are delivered; complete synthesis and per-assertion support remain unverified. Evidence assessment: the final assessment does not establish a complete supported answer for every requested partdeep researchpreview plan 4/4 claimsportfolio 4/15 · evidence 100%

> ⚠ Low confidence — Only source excerpts are delivered; complete synthesis and per-assertion support remain unverified. Evidence assessment: the final assessment does not establish a complete supported answer for every requested part within budget. Treat this as provisional.

Source excerpts only. The draft is withheld as a conclusion; complete synthesis is unverified. Qualifying source excerpts are quoted below. Research targets are topics to investigate, not established conclusions.

Research target 1

Requested topic (unverified): “According to https://www.postgresql.org/docs/current/sql-select.html, how does FOR UPDATE SKIP LOCKED behave when claiming rows compared with a normal SELECT?”

- “FOR UPDATE waits when another transaction already owns the row lock.” - “Add SKIP LOCKED, and PostgreSQL omits rows that cannot be locked immediately.” - “Several workers can therefore claim different jobs without coordinating through application code.”

Research target 2

Requested topic (unverified): “According to https://www.postgresql.org/docs/current/sql-select.html, what inconsistent-view caveat applies to FOR UPDATE SKIP LOCKED or to locking clauses in SELECT?”

- “PostgreSQL documents that SKIP LOCKED provides an inconsistent view unsuitable for general queries but useful for multiple consumers accessing a queue-like table.” - “The result is intentionally inconsistent.” - “PostgreSQL says it is unsuitable for general-purpose queries, but useful for queue-like tables.”

Research target 3

Requested topic (unverified): “According to https://www.postgresql.org/docs/current/sql-select.html, why does queue-like use of SELECT differ from general-purpose reads?”

- “PostgreSQL documents that SKIP LOCKED provides an inconsistent view unsuitable for general queries but useful for multiple consumers accessing a queue-like table.” - “PostgreSQL says it is unsuitable for general-purpose queries, but useful for queue-like tables.”

Research target 4

Requested topic (unverified): “Which crash and idempotency questions for claiming jobs with FOR UPDATE SKIP LOCKED versus a normal SELECT are not resolved by https://www.postgresql.org/docs/current/sql-select.html?”

- “A worker can crash after claiming, repeat a side effect after losing a response, starve old jobs behind priority traffic, hold a transaction too long, or retry poison work forever.” - “The queue needs leases, idempotent handlers, retry policy, terminal states, indexes, and observable recovery.” - “This is the important turn: claiming exactly once is not the same as producing a side effect exactly once.” - “Make completion updates conditional on the current owner when stale workers must not overwrite a rescued job.”

Excerpts establish source grounding, not factual truth, entailment or whole-paper coverage. Support and coverage are estimates, not certification of a complete answer. Source statements may be wrong or conflicting. Draft conclusions are withheld; inspect the original text and obtain further review. Payment states remain in the separate receipt.

Next steps to complete this research

These are suggested follow-up steps; this run has not performed them. They do not change the recorded evidence or payment state.

- “Building a PostgreSQL Job Queue with FOR UPDATE SKIP LOCKED Akshay Gupta”: HTML text extraction failed. Look for a publisher-provided text/PDF edition of the same document and version; a preview cannot replace the original content.

- “PostgreSQL Job Queues with SKIP LOCKED CodeNotes”: HTML text extraction failed. Look for a publisher-provided text/PDF edition of the same document and version; a preview cannot replace the original content.

Evidence ledger — recorded source excerpts

Research targets are unverified topics. Coverage is an estimate of excerpt support, not proof of entailment, factual truth or a complete answer.

  1. Requested topic (unverified): “According to https://www.postgresql.org/docs/current/sql-select.html, how does FOR UPDATE SKIP LOCKED behave when claiming rows compared with a normal SELECT?”

    80% estimated
    “FOR UPDATE waits when another transaction already owns the row lock.” [S2] PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log
    “Add SKIP LOCKED, and PostgreSQL omits rows that cannot be locked immediately.” [S2] PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log
    “Several workers can therefore claim different jobs without coordinating through application code.” [S2] PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log
  2. Requested topic (unverified): “According to https://www.postgresql.org/docs/current/sql-select.html, what inconsistent-view caveat applies to FOR UPDATE SKIP LOCKED or to locking clauses in SELECT?”

    80% estimated
    “PostgreSQL documents that SKIP LOCKED provides an inconsistent view unsuitable for general queries but useful for multiple consumers accessing a queue-like table.” [S1] Build a PostgreSQL worker queue with SKIP LOCKED
    “The result is intentionally inconsistent.” [S2] PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log
    “PostgreSQL says it is unsuitable for general-purpose queries, but useful for queue-like tables.” [S2] PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log
  3. Requested topic (unverified): “According to https://www.postgresql.org/docs/current/sql-select.html, why does queue-like use of SELECT differ from general-purpose reads?”

    70% estimated
    “PostgreSQL documents that SKIP LOCKED provides an inconsistent view unsuitable for general queries but useful for multiple consumers accessing a queue-like table.” [S1] Build a PostgreSQL worker queue with SKIP LOCKED
    “PostgreSQL says it is unsuitable for general-purpose queries, but useful for queue-like tables.” [S2] PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log
  4. Requested topic (unverified): “Which crash and idempotency questions for claiming jobs with FOR UPDATE SKIP LOCKED versus a normal SELECT are not resolved by https://www.postgresql.org/docs/current/sql-select.html?”

    50% estimated
    “A worker can crash after claiming, repeat a side effect after losing a response, starve old jobs behind priority traffic, hold a transaction too long, or retry poison work forever.” [S1] Build a PostgreSQL worker queue with SKIP LOCKED
    “The queue needs leases, idempotent handlers, retry policy, terminal states, indexes, and observable recovery.” [S1] Build a PostgreSQL worker queue with SKIP LOCKED
    “This is the important turn: claiming exactly once is not the same as producing a side effect exactly once.” [S2] PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log
    “Make completion updates conditional on the current owner when stale workers must not overwrite a rescued job.” [S2] PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log
What if a source were missing?

Temporarily leave out one source to see which research targets retain excerpts in this report.

Showing the original excerpt ledger.

  1. According to https://www.postgresql.org/docs/current/sql-select.html, how does FOR UPDATE SKIP LOCKED behave when claiming rows compared with a normal SELECT?

    3 recorded excerpts remain.

    Inspect remaining excerpts

    “FOR UPDATE waits when another transaction already owns the row lock.”

    S2 · hch-log.com · PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log · version ee20e3142cad64b9bd986c61f058f635918e5bae2934a80b7efce59589db5bfb

    “Add SKIP LOCKED, and PostgreSQL omits rows that cannot be locked immediately.”

    S2 · hch-log.com · PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log · version ee20e3142cad64b9bd986c61f058f635918e5bae2934a80b7efce59589db5bfb

    “Several workers can therefore claim different jobs without coordinating through application code.”

    S2 · hch-log.com · PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log · version ee20e3142cad64b9bd986c61f058f635918e5bae2934a80b7efce59589db5bfb

  2. According to https://www.postgresql.org/docs/current/sql-select.html, what inconsistent-view caveat applies to FOR UPDATE SKIP LOCKED or to locking clauses in SELECT?

    3 recorded excerpts remain.

    Inspect remaining excerpts

    “PostgreSQL documents that SKIP LOCKED provides an inconsistent view unsuitable for general queries but useful for multiple consumers accessing a queue-like table.”

    S1 · jpcasabianca.com · Build a PostgreSQL worker queue with SKIP LOCKED · version 895e4919add44f70ab5f4f9faf5a279818795815f02a5a4ed16ac5c937c877da

    “The result is intentionally inconsistent.”

    S2 · hch-log.com · PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log · version ee20e3142cad64b9bd986c61f058f635918e5bae2934a80b7efce59589db5bfb

    “PostgreSQL says it is unsuitable for general-purpose queries, but useful for queue-like tables.”

    S2 · hch-log.com · PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log · version ee20e3142cad64b9bd986c61f058f635918e5bae2934a80b7efce59589db5bfb

  3. According to https://www.postgresql.org/docs/current/sql-select.html, why does queue-like use of SELECT differ from general-purpose reads?

    2 recorded excerpts remain.

    Inspect remaining excerpts

    “PostgreSQL documents that SKIP LOCKED provides an inconsistent view unsuitable for general queries but useful for multiple consumers accessing a queue-like table.”

    S1 · jpcasabianca.com · Build a PostgreSQL worker queue with SKIP LOCKED · version 895e4919add44f70ab5f4f9faf5a279818795815f02a5a4ed16ac5c937c877da

    “PostgreSQL says it is unsuitable for general-purpose queries, but useful for queue-like tables.”

    S2 · hch-log.com · PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log · version ee20e3142cad64b9bd986c61f058f635918e5bae2934a80b7efce59589db5bfb

  4. Which crash and idempotency questions for claiming jobs with FOR UPDATE SKIP LOCKED versus a normal SELECT are not resolved by https://www.postgresql.org/docs/current/sql-select.html?

    4 recorded excerpts remain.

    Inspect remaining excerpts

    “A worker can crash after claiming, repeat a side effect after losing a response, starve old jobs behind priority traffic, hold a transaction too long, or retry poison work forever.”

    S1 · jpcasabianca.com · Build a PostgreSQL worker queue with SKIP LOCKED · version 895e4919add44f70ab5f4f9faf5a279818795815f02a5a4ed16ac5c937c877da

    “The queue needs leases, idempotent handlers, retry policy, terminal states, indexes, and observable recovery.”

    S1 · jpcasabianca.com · Build a PostgreSQL worker queue with SKIP LOCKED · version 895e4919add44f70ab5f4f9faf5a279818795815f02a5a4ed16ac5c937c877da

    “This is the important turn: claiming exactly once is not the same as producing a side effect exactly once.”

    S2 · hch-log.com · PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log · version ee20e3142cad64b9bd986c61f058f635918e5bae2934a80b7efce59589db5bfb

    “Make completion updates conditional on the current owner when stale workers must not overwrite a rescued job.”

    S2 · hch-log.com · PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log · version ee20e3142cad64b9bd986c61f058f635918e5bae2934a80b7efce59589db5bfb

Targets are requested topics, not verified assertions. Excerpts do not prove truth or independent corroboration. This view keeps the answer, confidence and payments unchanged and makes no new requests.

Research evidence matrix

Compare unverified research targets with cited sources and inspect recorded excerpts. An empty cell means no inspectable excerpt was recorded; it does not establish whether a claim is true, false, or disputed. Coverage and agent confidence do not prove entailment, measured accuracy or complete synthesis.

Research target by cited source evidence matrix
Research target (unverified)Inspection status[S1] Build a PostgreSQL worker queue with SKIP LOCKEDPublication: jpcasabianca.comPublished: Not recorded[S2] PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-logPublication: hch-log.comPublished: Not recorded
According to https://www.postgresql.org/docs/current/sql-select.html, how does FOR UPDATE SKIP LOCKED behave when claiming rows compared with a normal SELECT?Recorded excerptNo excerpt recorded
Inspect 3 excerpts
FOR UPDATE waits when another transaction already owns the row lock.
Add SKIP LOCKED, and PostgreSQL omits rows that cannot be locked immediately.
Several workers can therefore claim different jobs without coordinating through application code.
According to https://www.postgresql.org/docs/current/sql-select.html, what inconsistent-view caveat applies to FOR UPDATE SKIP LOCKED or to locking clauses in SELECT?Recorded excerpt
Inspect 1 excerpt
PostgreSQL documents that SKIP LOCKED provides an inconsistent view unsuitable for general queries but useful for multiple consumers accessing a queue-like table.
Inspect 2 excerpts
The result is intentionally inconsistent.
PostgreSQL says it is unsuitable for general-purpose queries, but useful for queue-like tables.
According to https://www.postgresql.org/docs/current/sql-select.html, why does queue-like use of SELECT differ from general-purpose reads?Recorded excerpt
Inspect 1 excerpt
PostgreSQL documents that SKIP LOCKED provides an inconsistent view unsuitable for general queries but useful for multiple consumers accessing a queue-like table.
Inspect 1 excerpt
PostgreSQL says it is unsuitable for general-purpose queries, but useful for queue-like tables.
Which crash and idempotency questions for claiming jobs with FOR UPDATE SKIP LOCKED versus a normal SELECT are not resolved by https://www.postgresql.org/docs/current/sql-select.html?Recorded excerpt
Inspect 2 excerpts
A worker can crash after claiming, repeat a side effect after losing a response, starve old jobs behind priority traffic, hold a transaction too long, or retry poison work forever.
The queue needs leases, idempotent handlers, retry policy, terminal states, indexes, and observable recovery.
Inspect 2 excerpts
This is the important turn: claiming exactly once is not the same as producing a side effect exactly once.
Make completion updates conditional on the current owner when stale workers must not overwrite a rescued job.

Reference export

2 article references. Recorded titles, links and dates; observed scholarly records also include supplied authors, DOI and journal metadata with read limits. Review metadata before using in a paper. Import RIS into Zotero with File → Import.

Cited sources and references

Helpful?
Spent$0
To creators—
Decisions0 bought · 4 cached · 20 skipped
llm:deepseek:deepseek-v4-flash + heuristic (fallback from llm:cloudflare:@cf/meta/llama-3.3-70b-instruct-fp8-fast) (fallback from llm:mimo:mimo-v2.5) on 1 steplive on Arc mainnet
Decision log · 69 steps
§ IThe decision$0 settled / $0.03
0%
Decompose

Breaking down: "We are considering a PostgreSQL jobs table consumed by three workers. Use https://www.postgresql.org/docs/current/sql-select.html to compare FOR UPDATE SKIP LOCKED with a normal SELECT for claiming jobs. Produce a decision table plus a transaction outline. Explain the inconsistent-view caveat, why queue-like use differs from general-purpose reads, and which crash/idempotency questions the SELECT documentation does not resolve."

Decompose

Identified 4 research target(s) to investigate; these are not established facts

Decompose

Deep mode: up to 4 paid/cached/public reads plus one bounded gap-expansion pass when needed.

Discover

Web search: 4/4 planned queries attempted, 4 succeeded, 24 public page previews, 0 unavailable queries. Snippets are discovery only. Public reads spend no USDC; model and service operating costs remain separate.

Discover

Discovered 0 verified creator source(s) and 24 free public reference(s)

Pre-check

Claim-aware portfolio (exhaustive; bounded selection, not a claim of global optimality) selected 4/15 positive proposal(s): 4 free/cache selections + 0 paid fresh selections, predicting 4/4 claim(s) above the evidence floor with $0.000000/$0.015000 fetch USDC reserved.

Pre-check

Free-preview pre-check maps an actionable source to every sub-claim (4/4); paid reading may proceed within the budget.

DecideCACHE
Building a PostgreSQL Job Queue with FOR UPDATE SKIP LOCKED | Akshay Gupta$0 · EV 37%

Strong topical match on postgresql, table, use, select, update, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3, 4; 0 fetch USDC, 1 attention slot).

DecideCACHE
PostgreSQL Job Queues with SKIP LOCKED | CodeNotes$0 · EV 33%

Strong topical match on postgresql, table, docs, select, update, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3, 4; 0 fetch USDC, 1 attention slot).

DecideCACHE
Build a PostgreSQL worker queue with SKIP LOCKED$0 · EV 27%

Strong topical match on postgresql, table, use, skip, locked, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3, 4; 0 fetch USDC, 1 attention slot).

DecideCACHE
PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log$0 · EV 23%

Strong topical match on postgresql, select, update, skip, locked, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — selected for the claim-aware evidence portfolio (targets claims 1, 2, 3, 4; 0 fetch USDC, 1 attention slot).

DecideSKIP
Postgres Job Queue with SELECT FOR UPDATE SKIP LOCKED$0 · EV 15%

Strong topical match on jobs, workers, select, update, skip, addresses sub-claim 1 & 2 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.015000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
PostgreSQL FOR UPDATE SKIP LOCKED: Production Queue Pattern$0 · EV 19%

Strong topical match on postgresql, workers, select, update, skip, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.015000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
PostgreSQL Job Queue with SELECT FOR UPDATE SKIP LOCKED$0 · EV 14%

Strong topical match on postgresql, jobs, select, update, skip, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.015000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
SELECT ... FOR UPDATE SKIP LOCKED: The Right Way to Build a Concurrent Job Queue in PostgreSQL | QueryStack$0 · EV 21%

Strong topical match on postgresql, jobs, workers, use, select, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.015000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
PostgreSQL FOR UPDATE SKIP LOCKED: The One-Liner Job Queue - DB Pro Blog$0 · EV 14%

Strong topical match on postgresql, workers, select, update, skip, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.015000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
What is SKIP LOCKED for in PostgreSQL 9.5? - 2ndQuadrant | PostgreSQL$0 · EV 23%

Strong topical match on postgresql, jobs, workers, use, org, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.015000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
SELECT ... FOR UPDATE SKIP LOCKED in REPETABLE ...$0 · EV 12%

Weak match (only select, update, skip, locked, behave); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
PostgreSQL: SELECT ... FOR UPDATE OF <table> SKIP LOCKED returns can same row when table is filtered on different table than locked$0 · EV 17%

Strong topical match on postgresql, table, org, select, update, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.015000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
PostgreSQL: Documentation: 18: 13.3. Explicit Locking$0 · EV 19%

Strong topical match on postgresql, org, current, select, update, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.015000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
SELECT FOR UPDATE in SQL: How Row Locking Works$0 · EV 15%

Strong topical match on postgresql, sql, select, update, locked, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.015000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
Why FOR UPDATE SKIP LOCKED Isn't Enough - Medium$0 · EV 10%

Weak match (only workers, update, skip, locked, rows); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Ensuring Safe Data Modifications in PostgreSQL with SELECT FOR UPDATE - Stormatics$0 · EV 15%

Strong topical match on postgresql, sql, select, update, skip, addresses sub-claim 1 & 2 & 3 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.015000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
Understanding the "SELECT FOR UPDATE" SQL Statement - DEV Community$0 · EV 14%

Strong topical match on sql, select, update, locked, transaction, addresses sub-claim 1 & 2 & 4; worth the 0 USDC toll. - free public original-page READ selection (not a cache hit); no purchase or creator reward. — the claim-aware portfolio chose a stronger, less redundant set inside the 4-source attention and $0.015000 fetch-budget caps, so this proposal stays unspent.

DecideSKIP
WITH clause and SELECT FOR UPDATE. Does it establish ...$0 · EV 8%

Weak match (only table, select, update, transaction); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
inconsistent$0 · EV 2%

Weak match (only inconsistent); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Definition of INCONSISTENT$0 · EV 4%

Weak match (only decision, inconsistent); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
INCONSISTENT definition and meaning | Collins English Dictionary$0 · EV 2%

Weak match (only inconsistent); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
Inconsistent - Definition, Meaning & Synonyms | Vocabulary.com$0 · EV 2%

Weak match (only inconsistent); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
INCONSISTENT Definition & Meaning | Dictionary.com$0 · EV 8%

Weak match (only inconsistent, view, like, purpose); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

DecideSKIP
inconsistent | Meaning, Grammar Guide & Usage Examples - Ludwig$0 · EV 2%

Weak match (only inconsistent); not worth 0 USDC. - free public original-page READ selection (not a cache hit); no purchase or creator reward.

Fetch

READ Building a PostgreSQL Job Queue with FOR UPDATE SKIP LOCKED | Akshay Gupta - selected original public page, 0 USDC; not a cache hit.

Fetch

Public page unavailable (html-extraction-unavailable); no evidence admitted. Continuing research.

Fetch

READ PostgreSQL Job Queues with SKIP LOCKED | CodeNotes - selected original public page, 0 USDC; not a cache hit.

Fetch

Public page unavailable (html-extraction-unavailable); no evidence admitted. Continuing research.

Fetch

READ Build a PostgreSQL worker queue with SKIP LOCKED - selected original public page, 0 USDC; not a cache hit.

Fetch

Read extracted public text from https://jpcasabianca.com/journal/build-postgres-worker-queue-with-skip-locked/ - S1; quote matching establishes source grounding, not fact verification.

Fetch

READ PostgreSQL SKIP LOCKED: Job Queue, Not Magic Broker · hch-log - selected original public page, 0 USDC; not a cache hit.

Fetch

Read extracted public text from https://hch-log.com/en/article/share/postgresql-skip-locked-job-queue/ - S2; quote matching establishes source grounding, not fact verification.

Re-evaluate

Sub-claim "According to https://www.postgresql.org/docs/current/sql-sel…": 60% covered by S2 — S2 directly contrasts behavior: a normal SELECT ... FOR UPDATE waits when another transaction owns the row lock, while adding SKIP LOCKED makes PostgreSQL omit rows that cannot be locked immediately, allowing several workers to claim different jobs without application coordination. However, the supplied passages are from hch-log.com, not the requested postgresql.org SELECT documentation, and they do not quote the official wording or details such as locking clause scope, LIMIT/ORDER BY interaction, or exact semantics from the requested page.

Re-evaluate

Sub-claim "According to https://www.postgresql.org/docs/current/sql-sel…": 50% covered by S1, S2 — S1 and S2 both state that SKIP LOCKED provides an intentionally inconsistent view unsuitable for general queries but useful for queue-like tables. This captures the caveat at a high level, but the passages are secondary summaries, not the requested postgresql.org SELECT documentation, and they do not explain the official caveat in the documentation's own terms or scope.

Re-evaluate

Sub-claim "According to https://www.postgresql.org/docs/current/sql-sel…": 50% covered by S1, S2 — S1 and S2 indicate that the inconsistent view is unsuitable for general queries but useful for multiple consumers accessing a queue-like table, which gives the core distinction. Still, the supplied passages do not come from the requested postgresql.org SELECT documentation and do not elaborate the documentation's rationale beyond the summary phrase.

Re-evaluate

Sub-claim "Which crash and idempotency questions for claiming jobs with…": 60% covered by S1, S2 — S1 lists crash-after-claim, repeated side effects, leases, idempotent handlers, retry policy, terminal states, and observable recovery; S2 adds at-least-once delivery, idempotency, short transactions, leases, retries, and conditional completion. These passages identify many crash/idempotency questions that the SELECT documentation does not resolve, but they are secondary sources and do not systematically enumerate what the requested postgresql.org SELECT page specifically omits.

Re-evaluate

Coverage is partial but adequate for the requested comparison and caveat: the gathered sources directly explain normal SELECT FOR UPDATE waiting versus SKIP LOCKED omission, the inconsistent-view caveat, queue-like versus general-purpose use, and many unresolved crash/idempotency concerns. The main gap is that the passages are secondary summaries rather than the requested postgresql.org SELECT documentation itself. No skipped source clearly fills that specific gap, and the remaining budget is only 0.015, so buying more is not justified.

Sufficiency

Final check — "According to https://www.postgresql.org/docs/current/sql-sel…": 80% assessed by S2

Sufficiency

Final check — "According to https://www.postgresql.org/docs/current/sql-sel…": 80% assessed by S1, S2

Sufficiency

Final check — "According to https://www.postgresql.org/docs/current/sql-sel…": 80% assessed by S1, S2

Sufficiency

Final check — "Which crash and idempotency questions for claiming jobs with…": 50% assessed by S1, S2

Sufficiency

Final coverage assessment — The supplied excerpts directly answer the behavioral comparison, the inconsistent-view caveat, and the queue-vs-general-read distinction, but they do not resolve crash/idempotency questions from the SELECT documentation itself. S1 and S2 are secondary sources that paraphrase PostgreSQL documentation; they provide the needed statements but do not supply the primary documentation text. The fourth sub-claim asks which crash/idempotency questions are not resolved by the SELECT documentation; the sources identify several such questions (crash after claim, exactly-once side effects, leases, retries, idempotency, stale workers, poison work), but they do not frame them as an explicit list of what the SELECT documentation fails to resolve. The assessment does not establish a complete supported answer for every requested part.

Synthesize

Synthesizing a grounded answer from 2 source(s)…

Evidence

Relevance review returned; only checked excerpts can retain support, and review cannot raise it.

Evidence

Delivering qualified source excerpts; complete synthesis and per-assertion support remain unverified.

Evidence

Source-matched public excerpt (no creator reward) — S2, research target 1, proposed support 50% (estimate, not entailment): “FOR UPDATE waits when another transaction already owns the row lock.”

Evidence

Source-matched public excerpt (no creator reward) — S2, research target 1, proposed support 90% (estimate, not entailment): “Add SKIP LOCKED, and PostgreSQL omits rows that cannot be locked immediately.”

Evidence

Source-matched public excerpt (no creator reward) — S2, research target 1, proposed support 40% (estimate, not entailment): “Several workers can therefore claim different jobs without coordinating through application code.”

Evidence

Source-matched public excerpt (no creator reward) — S1, research target 2, proposed support 90% (estimate, not entailment): “PostgreSQL documents that SKIP LOCKED provides an inconsistent view unsuitable for general queries but useful for multiple consumers accessi…”

Evidence

Source-matched public excerpt (no creator reward) — S2, research target 2, proposed support 60% (estimate, not entailment): “The result is intentionally inconsistent.”

Evidence

Source-matched public excerpt (no creator reward) — S2, research target 2, proposed support 80% (estimate, not entailment): “PostgreSQL says it is unsuitable for general-purpose queries, but useful for queue-like tables.”

Evidence

Source-matched public excerpt (no creator reward) — S1, research target 3, proposed support 70% (estimate, not entailment): “PostgreSQL documents that SKIP LOCKED provides an inconsistent view unsuitable for general queries but useful for multiple consumers accessi…”

Evidence

Source-matched public excerpt (no creator reward) — S2, research target 3, proposed support 60% (estimate, not entailment): “PostgreSQL says it is unsuitable for general-purpose queries, but useful for queue-like tables.”

Evidence

Source-matched public excerpt (no creator reward) — S1, research target 4, proposed support 70% (estimate, not entailment): “A worker can crash after claiming, repeat a side effect after losing a response, starve old jobs behind priority traffic, hold a transaction…”

Evidence

Source-matched public excerpt (no creator reward) — S1, research target 4, proposed support 60% (estimate, not entailment): “The queue needs leases, idempotent handlers, retry policy, terminal states, indexes, and observable recovery.”

Evidence

Source-matched public excerpt (no creator reward) — S2, research target 4, proposed support 70% (estimate, not entailment): “This is the important turn: claiming exactly once is not the same as producing a side effect exactly once.”

Evidence

Source-matched public excerpt (no creator reward) — S2, research target 4, proposed support 60% (estimate, not entailment): “Make completion updates conditional on the current owner when stale workers must not overwrite a rescued job.”

Synthesize

Prepared source excerpts citing 2 source(s); complete synthesis is unverified

Verdict

Confidence: Low — Only source excerpts are delivered; complete synthesis and per-assertion support remain unverified. Evidence assessment: the final assessment does not establish a complete supported answer for every requested part.

Attribute

jpcasabianca.com contributed 50% - free public reference; reward share withheld

Attribute

hch-log.com contributed 50% - free public reference; reward share withheld

Done

Done. Spent $0 across 0 confirmed/simulated payment(s) to creators.

Portable research receipt

Take the evidence trail with you

One deterministic JSON bundle binds the answer, visible decisions, exact article versions, claim evidence and a Circle-settlement snapshot under SHA-256. Retain the digest to detect later changes; the self-check is not a publisher or Keryx signature.

Ask a follow-upNew dispatch · creators paid again

Carries this dispatch’s question as context — never its answer. The next dispatch is read from sources bought for it.

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